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Description
Create a tool that analyzes social media posts (e.g., Twitter) for sentiment. Users can input their account details to fetch recent posts and see a sentiment score.
Benefits
This tool could help users understand public sentiment about specific topics or their personal posts, enhancing social media engagement.
Implementation Ideas
- Use the Twitter API for data collection.
- Analyze sentiment using natural language processing libraries like TextBlob or NLTK.
- Present results in a simple web app using Flask.
Additional Context
Sentiment analysis is a popular field in data science and social media. Tools like MonkeyLearn can serve as references.